{"id":"W6893203825","doi":"10.5281/zenodo.15218377","title":"Empis (Enoplempis) tularensis Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Seta; Holotype; Femur; Thorax (insect anatomy); Wing; Sternum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004634877,0.001618994,0.000668695,0.0024038,0.002675244,0.0009458055,0.001078598,0.001373009,0.009749841],"category_scores_gemma":[0.000848415,0.0004100708,0.0003129054,0.001795292,0.0008207768,0.002134544,0.000911897,0.002006826,0.008677294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780051,"about_ca_system_score_gemma":0.001134035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07850652,"about_ca_topic_score_gemma":0.1558073,"domain_scores_codex":[0.9997352,0.00002029927,0.00003019066,0.00009085102,0.00008128455,0.0000422781],"domain_scores_gemma":[0.9996198,0.00005394539,0.0001086935,0.00003717814,0.0001293055,0.00005104024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002899633,0.0002199366,0.01946002,0.0006536991,0.0001347822,0.003198901,0.00157218,0.0008599287,0.009934387,0.002445337,0.07074253,0.8904883],"study_design_scores_gemma":[0.0001898829,0.0004160714,0.2587757,0.002714389,0.0005802173,0.01457945,0.003539889,0.002163725,0.005028307,0.002868939,0.7090292,0.0001142233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2374965,0.07701143,0.0261233,0.003705473,0.004052694,0.002693843,0.02097801,0.002943793,0.6249949],"genre_scores_gemma":[0.6897674,0.04509325,0.04847702,0.006263773,0.001388588,0.001990827,0.0227936,0.0003133019,0.1839123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07850652,"threshold_uncertainty_score":0.1560991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795946203592073,"score_gpt":0.2447909669830181,"score_spread":0.2268315049470974,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}